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Model Performance

Metrics

Plots

Plots - Gains Table

Plots - Gains Table - Train

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.796855 2511 2459 52 12958 9643 0.979291 0.203190 2.032057
20% 0.724410 5022 4870 152 12858 7232 0.969733 0.402413 2.012224
30% 0.659481 7533 7150 383 12627 4952 0.949157 0.590811 1.969528
40% 0.591934 10044 8984 1060 11950 3118 0.894464 0.742357 1.856039
50% 0.494886 12556 10413 2143 10867 1689 0.829325 0.860436 1.720873
60% 0.400618 15067 11412 3655 9355 690 0.757417 0.942985 1.571662
70% 0.305465 17578 11921 5657 7353 181 0.678177 0.985044 1.407237
80% 0.216629 20089 12072 8017 4993 30 0.600926 0.997521 1.246939
90% 0.154398 22600 12102 10498 2512 0 0.535487 1.000000 1.111150
100% 0.050288 25112 12102 13010 0 0 0.481921 1.000000 1.000000

Plots - Gains Table - Test

  Thresholds bucket_size true_positive false_positive true_negative false_negative targets_in_bucket percent_targets_captured lift
Bucket                  
10% 0.845034 381 376 5 299 3132 0.986877 0.107184 1.072398
20% 0.794300 762 749 13 291 2759 0.982940 0.213512 1.068120
30% 0.749301 1143 1124 19 285 2384 0.983377 0.320410 1.068596
40% 0.715590 1524 1499 25 279 2009 0.983596 0.427309 1.068833
50% 0.680986 1906 1879 27 277 1629 0.985834 0.535633 1.071266
60% 0.641795 2287 2250 37 267 1258 0.983822 0.641391 1.069079
70% 0.581641 2668 2608 60 244 900 0.977511 0.743444 1.062221
80% 0.502617 3049 2967 82 222 541 0.973106 0.845781 1.057434
90% 0.400704 3430 3296 134 170 212 0.960933 0.939567 1.044206
100% 0.051995 3812 3508 304 0 0 0.920252 1.000000 1.000000

Plots - Confusion Matrix

Plots - Gains Chart

Plots - Lift Chart

Plots - Roc Curve

Plots - Precision Recall

Plots - Threshold Curve

Model Interpretation

Error Analysis

Error Analysis - Residual Analysis

Error Analysis - Residual Analysis - Errorbucket Profiles

Error Analysis - Residual Analysis - Errorbucket Profiles - Transition Days

Error Analysis - Residual Analysis - Errorbucket Profiles - Decision Days

Error Analysis - Residual Analysis - Errorbucket Profiles - Cost Per Product

Error Analysis - Residual Analysis - Errorbucket Profiles - Product Quantity

Error Analysis - Residual Analysis - Errorbucket Profiles - Time Taken For Decision

Error Analysis - Residual Analysis - Errorbucket Profiles - Categorical

Feature Importance - From Model